Udemy – AI Programming in C# – Beginner to Expert 2024-11

Published on: 2024-11-20 18:55:22

Categories: 28

Description

AI Programming in C# course – Beginner to Expert. The goal of this course is to turn students with little or no experience in AI programming into full experts in the field using the C# programming language. What do you want:

Get the skills you need to land your first AI development job.
Take your career to the next level by learning AI programming to improve your productivity.
Use your C# skills to build AI applications.
Understand the various algorithms used to create artificial intelligence capable of thinking and learning like humans.
Build exciting AI projects hands-on using the C# programming language.

This AI programming course with C# is the course you need to do all that and more.

What you will learn in AI Programming in C# – Beginner to Expert course

Building 14 practical artificial intelligence projects using C#
Create an AI that navigates through mazes using the TorchSharp library.
Coding a neural network and understanding their architecture
Learn how to build machine learning models
Building a classification AI that can determine whether a movie review is positive or negative.
Building an image classification artificial intelligence that can tell the difference between a puppy and a cat.
Coding a regression artificial intelligence that predicts housing prices.
Building a predictive AI that predicts future stock prices.
Building a movie recommender AI that can recommend movies based on past viewing history.
Coding a sentiment analysis artificial intelligence that determines whether a movie review is positive or negative.
Building an anomaly detection artificial intelligence that can detect anomalies in network data such as security threats.
Development of a text generation artificial intelligence that produces text in the style of Shakespeare.
Creating a time series analysis AI that can predict future website traffic.
Coding a clustering AI that groups customers into clusters based on their purchase history.
Building a reinforcement learning AI that learns how to play Tic Tac Toe.
Development of an artificially intelligent game character that collects, finds paths and avoids obstacles in the Unity game engine.
Gain a deep understanding of Large Language Models (LLM).
Master the use of ChatGPT to increase your productivity and help you with your daily tasks
Learning linear algebra and its applications in the development of artificial intelligence
Understanding of AI algorithms such as Q-Learning, Policy Gradient, A* and more
Learn best practices for optimizing and fine-tuning AI models
Understanding of data manipulation and analysis
Gain hands-on experience in scientific computing using NumSharp
Using the Deedle library to perform time series data analysis
Includes a C# review section to reinforce key skills and concepts

This course is suitable for people who

Anyone who wants to learn AI programming using C#.
C# developers who want to take their career to the next level using AI.
Beginners who have not worked with artificial intelligence and want to master it.

AI Programming in C# course specifications – Beginner to Expert

Publisher: Udemy
Lecturer: Robert Gioia
Training level: beginner to advanced
Training duration: 16 hours and 2 minutes
Number of courses: 305

Course headings

AI Programming in C# – Beginner to Expert course prerequisites

A computer running Windows, Mac, or Linux
Basic knowledge of C# programming (but a refresher section is included in the course)
Excitement about the topic of AI
All programs used are FREE (Unity requires email to create a free account)